Human Activity Recognition Using Smartphones Data Set

## No missing values.

Metadata

Description

Dataset name: tidy_dataset

The dataset has N=180 rows and 81 columns. 180 rows have no missing values on any column.

Metadata for search engines

  • Date published: 2021-01-02
x
Subject
Activity
tBodyAcc.mean.X
tBodyAcc.mean.Y
tBodyAcc.mean.Z
tBodyAcc.std.X
tBodyAcc.std.Y
tBodyAcc.std.Z
tGravityAcc.mean.X
tGravityAcc.mean.Y
tGravityAcc.mean.Z
tGravityAcc.std.X
tGravityAcc.std.Y
tGravityAcc.std.Z
tBodyAccJerk.mean.X
tBodyAccJerk.mean.Y
tBodyAccJerk.mean.Z
tBodyAccJerk.std.X
tBodyAccJerk.std.Y
tBodyAccJerk.std.Z
tBodyGyro.mean.X
tBodyGyro.mean.Y
tBodyGyro.mean.Z
tBodyGyro.std.X
tBodyGyro.std.Y
tBodyGyro.std.Z
tBodyGyroJerk.mean.X
tBodyGyroJerk.mean.Y
tBodyGyroJerk.mean.Z
tBodyGyroJerk.std.X
tBodyGyroJerk.std.Y
tBodyGyroJerk.std.Z
tBodyAccMag.mean
tBodyAccMag.std
tGravityAccMag.mean
tGravityAccMag.std
tBodyAccJerkMag.mean
tBodyAccJerkMag.std
tBodyGyroMag.mean
tBodyGyroMag.std
tBodyGyroJerkMag.mean
tBodyGyroJerkMag.std
fBodyAcc.mean.X
fBodyAcc.mean.Y
fBodyAcc.mean.Z
fBodyAcc.std.X
fBodyAcc.std.Y
fBodyAcc.std.Z
fBodyAcc.meanFreq.X
fBodyAcc.meanFreq.Y
fBodyAcc.meanFreq.Z
fBodyAccJerk.mean.X
fBodyAccJerk.mean.Y
fBodyAccJerk.mean.Z
fBodyAccJerk.std.X
fBodyAccJerk.std.Y
fBodyAccJerk.std.Z
fBodyAccJerk.meanFreq.X
fBodyAccJerk.meanFreq.Y
fBodyAccJerk.meanFreq.Z
fBodyGyro.mean.X
fBodyGyro.mean.Y
fBodyGyro.mean.Z
fBodyGyro.std.X
fBodyGyro.std.Y
fBodyGyro.std.Z
fBodyGyro.meanFreq.X
fBodyGyro.meanFreq.Y
fBodyGyro.meanFreq.Z
fBodyAccMag.mean
fBodyAccMag.std
fBodyAccMag.meanFreq
fBodyBodyAccJerkMag.mean
fBodyBodyAccJerkMag.std
fBodyBodyAccJerkMag.meanFreq
fBodyBodyGyroMag.mean
fBodyBodyGyroMag.std
fBodyBodyGyroMag.meanFreq
fBodyBodyGyroJerkMag.mean
fBodyBodyGyroJerkMag.std
fBodyBodyGyroJerkMag.meanFreq

#Variables

Subject

Distribution

Distribution of values for Subject

Distribution of values for Subject

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Subject numeric 0 1 1 16 30 15.5 8.679585 <U+2587><U+2587><U+2587><U+2587><U+2587> NA

Activity

Distribution

Distribution of values for Activity

Distribution of values for Activity

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Activity character 0 1 6 0 6 18 0 NA

tBodyAcc.mean.X

Distribution

Distribution of values for tBodyAcc.mean.X

Distribution of values for tBodyAcc.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.mean.X numeric 0 1 0.22 0.28 0.3 0.2743027 0.0121646 <U+2581><U+2581><U+2582><U+2587><U+2582> NA

tBodyAcc.mean.Y

Distribution

Distribution of values for tBodyAcc.mean.Y

Distribution of values for tBodyAcc.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.mean.Y numeric 0 1 -0.041 -0.017 -0.0013 -0.0178755 0.0057712 <U+2581><U+2582><U+2587><U+2587><U+2581> NA

tBodyAcc.mean.Z

Distribution

Distribution of values for tBodyAcc.mean.Z

Distribution of values for tBodyAcc.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.mean.Z numeric 0 1 -0.15 -0.11 -0.075 -0.1091638 0.009582 <U+2581><U+2581><U+2587><U+2585><U+2581> NA

tBodyAcc.std.X

Distribution

Distribution of values for tBodyAcc.std.X

Distribution of values for tBodyAcc.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.std.X numeric 0 1 -1 -0.75 0.63 -0.5576901 0.4516911 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tBodyAcc.std.Y

Distribution

Distribution of values for tBodyAcc.std.Y

Distribution of values for tBodyAcc.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.std.Y numeric 0 1 -0.99 -0.51 0.62 -0.4604626 0.496565 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tBodyAcc.std.Z

Distribution

Distribution of values for tBodyAcc.std.Z

Distribution of values for tBodyAcc.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAcc.std.Z numeric 0 1 -0.99 -0.65 0.61 -0.5755602 0.3955439 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

tGravityAcc.mean.X

Distribution

Distribution of values for tGravityAcc.mean.X

Distribution of values for tGravityAcc.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.mean.X numeric 0 1 -0.68 0.92 0.97 0.6974775 0.4872534 <U+2581><U+2581><U+2581><U+2581><U+2587> NA

tGravityAcc.mean.Y

Distribution

Distribution of values for tGravityAcc.mean.Y

Distribution of values for tGravityAcc.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.mean.Y numeric 0 1 -0.48 -0.13 0.96 -0.0162128 0.3452376 <U+2587><U+2587><U+2582><U+2581><U+2582> NA

tGravityAcc.mean.Z

Distribution

Distribution of values for tGravityAcc.mean.Z

Distribution of values for tGravityAcc.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.mean.Z numeric 0 1 -0.5 0.024 0.96 0.0741279 0.2887919 <U+2582><U+2587><U+2583><U+2581><U+2581> NA

tGravityAcc.std.X

Distribution

Distribution of values for tGravityAcc.std.X

Distribution of values for tGravityAcc.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.std.X numeric 0 1 -1 -0.97 -0.83 -0.9637525 0.0250344 <U+2587><U+2586><U+2581><U+2581><U+2581> NA

tGravityAcc.std.Y

Distribution

Distribution of values for tGravityAcc.std.Y

Distribution of values for tGravityAcc.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.std.Y numeric 0 1 -0.99 -0.96 -0.64 -0.9524296 0.0326557 <U+2587><U+2581><U+2581><U+2581><U+2581> NA

tGravityAcc.std.Z

Distribution

Distribution of values for tGravityAcc.std.Z

Distribution of values for tGravityAcc.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAcc.std.Z numeric 0 1 -0.99 -0.95 -0.61 -0.936401 0.0402912 <U+2587><U+2582><U+2581><U+2581><U+2581> NA

tBodyAccJerk.mean.X

Distribution

Distribution of values for tBodyAccJerk.mean.X

Distribution of values for tBodyAccJerk.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.mean.X numeric 0 1 0.043 0.076 0.13 0.0794736 0.012588 <U+2581><U+2587><U+2583><U+2582><U+2581> NA

tBodyAccJerk.mean.Y

Distribution

Distribution of values for tBodyAccJerk.mean.Y

Distribution of values for tBodyAccJerk.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.mean.Y numeric 0 1 -0.039 0.0095 0.057 0.0075652 0.0135764 <U+2581><U+2583><U+2587><U+2582><U+2581> NA

tBodyAccJerk.mean.Z

Distribution

Distribution of values for tBodyAccJerk.mean.Z

Distribution of values for tBodyAccJerk.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.mean.Z numeric 0 1 -0.067 -0.0039 0.038 -0.0049534 0.0134621 <U+2581><U+2581><U+2587><U+2587><U+2581> NA

tBodyAccJerk.std.X

Distribution

Distribution of values for tBodyAccJerk.std.X

Distribution of values for tBodyAccJerk.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.std.X numeric 0 1 -0.99 -0.81 0.54 -0.5949467 0.4175865 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tBodyAccJerk.std.Y

Distribution

Distribution of values for tBodyAccJerk.std.Y

Distribution of values for tBodyAccJerk.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.std.Y numeric 0 1 -0.99 -0.78 0.36 -0.5654147 0.4330871 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

tBodyAccJerk.std.Z

Distribution

Distribution of values for tBodyAccJerk.std.Z

Distribution of values for tBodyAccJerk.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerk.std.Z numeric 0 1 -0.99 -0.88 0.031 -0.7359577 0.2768479 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

tBodyGyro.mean.X

Distribution

Distribution of values for tBodyGyro.mean.X

Distribution of values for tBodyGyro.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.mean.X numeric 0 1 -0.21 -0.029 0.19 -0.0324372 0.0540518 <U+2581><U+2582><U+2587><U+2581><U+2581> NA

tBodyGyro.mean.Y

Distribution

Distribution of values for tBodyGyro.mean.Y

Distribution of values for tBodyGyro.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.mean.Y numeric 0 1 -0.2 -0.073 0.027 -0.0742596 0.0355415 <U+2581><U+2581><U+2587><U+2583><U+2581> NA

tBodyGyro.mean.Z

Distribution

Distribution of values for tBodyGyro.mean.Z

Distribution of values for tBodyGyro.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.mean.Z numeric 0 1 -0.072 0.085 0.18 0.0874446 0.0362125 <U+2581><U+2581><U+2583><U+2587><U+2582> NA

tBodyGyro.std.X

Distribution

Distribution of values for tBodyGyro.std.X

Distribution of values for tBodyGyro.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.std.X numeric 0 1 -0.99 -0.79 0.27 -0.6916399 0.2910189 <U+2587><U+2583><U+2585><U+2581><U+2581> NA

tBodyGyro.std.Y

Distribution

Distribution of values for tBodyGyro.std.Y

Distribution of values for tBodyGyro.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.std.Y numeric 0 1 -0.99 -0.8 0.48 -0.653302 0.3520252 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

tBodyGyro.std.Z

Distribution

Distribution of values for tBodyGyro.std.Z

Distribution of values for tBodyGyro.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyro.std.Z numeric 0 1 -0.99 -0.8 0.56 -0.6164353 0.3730264 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

tBodyGyroJerk.mean.X

Distribution

Distribution of values for tBodyGyroJerk.mean.X

Distribution of values for tBodyGyroJerk.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.mean.X numeric 0 1 -0.16 -0.099 -0.022 -0.0960568 0.0233458 <U+2581><U+2582><U+2587><U+2581><U+2581> NA

tBodyGyroJerk.mean.Y

Distribution

Distribution of values for tBodyGyroJerk.mean.Y

Distribution of values for tBodyGyroJerk.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.mean.Y numeric 0 1 -0.077 -0.041 -0.013 -0.0426928 0.009532 <U+2581><U+2582><U+2587><U+2583><U+2581> NA

tBodyGyroJerk.mean.Z

Distribution

Distribution of values for tBodyGyroJerk.mean.Z

Distribution of values for tBodyGyroJerk.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.mean.Z numeric 0 1 -0.092 -0.053 -0.0069 -0.0548019 0.012347 <U+2581><U+2585><U+2587><U+2581><U+2581> NA

tBodyGyroJerk.std.X

Distribution

Distribution of values for tBodyGyroJerk.std.X

Distribution of values for tBodyGyroJerk.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.std.X numeric 0 1 -1 -0.84 0.18 -0.7036327 0.3008361 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

tBodyGyroJerk.std.Y

Distribution

Distribution of values for tBodyGyroJerk.std.Y

Distribution of values for tBodyGyroJerk.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.std.Y numeric 0 1 -1 -0.89 0.3 -0.7635518 0.2672885 <U+2587><U+2583><U+2582><U+2581><U+2581> NA

tBodyGyroJerk.std.Z

Distribution

Distribution of values for tBodyGyroJerk.std.Z

Distribution of values for tBodyGyroJerk.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerk.std.Z numeric 0 1 -1 -0.86 0.19 -0.7095592 0.3045394 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

tBodyAccMag.mean

Distribution

Distribution of values for tBodyAccMag.mean

Distribution of values for tBodyAccMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccMag.mean numeric 0 1 -0.99 -0.48 0.64 -0.4972897 0.4728834 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tBodyAccMag.std

Distribution

Distribution of values for tBodyAccMag.std

Distribution of values for tBodyAccMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccMag.std numeric 0 1 -0.99 -0.61 0.43 -0.5439087 0.4310448 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tGravityAccMag.mean

Distribution

Distribution of values for tGravityAccMag.mean

Distribution of values for tGravityAccMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAccMag.mean numeric 0 1 -0.99 -0.48 0.64 -0.4972897 0.4728834 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tGravityAccMag.std

Distribution

Distribution of values for tGravityAccMag.std

Distribution of values for tGravityAccMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tGravityAccMag.std numeric 0 1 -0.99 -0.61 0.43 -0.5439087 0.4310448 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tBodyAccJerkMag.mean

Distribution

Distribution of values for tBodyAccJerkMag.mean

Distribution of values for tBodyAccJerkMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerkMag.mean numeric 0 1 -0.99 -0.82 0.43 -0.6079296 0.3965272 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tBodyAccJerkMag.std

Distribution

Distribution of values for tBodyAccJerkMag.std

Distribution of values for tBodyAccJerkMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyAccJerkMag.std numeric 0 1 -0.99 -0.8 0.45 -0.5841756 0.4227953 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

tBodyGyroMag.mean

Distribution

Distribution of values for tBodyGyroMag.mean

Distribution of values for tBodyGyroMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroMag.mean numeric 0 1 -0.98 -0.66 0.42 -0.5651631 0.3977338 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tBodyGyroMag.std

Distribution

Distribution of values for tBodyGyroMag.std

Distribution of values for tBodyGyroMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroMag.std numeric 0 1 -0.98 -0.74 0.3 -0.6303947 0.3368827 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tBodyGyroJerkMag.mean

Distribution

Distribution of values for tBodyGyroJerkMag.mean

Distribution of values for tBodyGyroJerkMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerkMag.mean numeric 0 1 -1 -0.86 0.088 -0.7363693 0.2767541 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

tBodyGyroJerkMag.std

Distribution

Distribution of values for tBodyGyroJerkMag.std

Distribution of values for tBodyGyroJerkMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tBodyGyroJerkMag.std numeric 0 1 -1 -0.88 0.25 -0.7550152 0.2655057 <U+2587><U+2583><U+2582><U+2581><U+2581> NA

fBodyAcc.mean.X

Distribution

Distribution of values for fBodyAcc.mean.X

Distribution of values for fBodyAcc.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.mean.X numeric 0 1 -1 -0.77 0.54 -0.5758 0.4300214 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fBodyAcc.mean.Y

Distribution

Distribution of values for fBodyAcc.mean.Y

Distribution of values for fBodyAcc.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.mean.Y numeric 0 1 -0.99 -0.59 0.52 -0.4887327 0.4806496 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fBodyAcc.mean.Z

Distribution

Distribution of values for fBodyAcc.mean.Z

Distribution of values for fBodyAcc.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.mean.Z numeric 0 1 -0.99 -0.72 0.28 -0.6297388 0.3556469 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fBodyAcc.std.X

Distribution

Distribution of values for fBodyAcc.std.X

Distribution of values for fBodyAcc.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.std.X numeric 0 1 -1 -0.75 0.66 -0.5522011 0.4600233 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

fBodyAcc.std.Y

Distribution

Distribution of values for fBodyAcc.std.Y

Distribution of values for fBodyAcc.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.std.Y numeric 0 1 -0.99 -0.51 0.56 -0.4814787 0.4740277 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

fBodyAcc.std.Z

Distribution

Distribution of values for fBodyAcc.std.Z

Distribution of values for fBodyAcc.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.std.Z numeric 0 1 -0.99 -0.64 0.69 -0.5823614 0.3880902 <U+2587><U+2583><U+2585><U+2581><U+2581> NA

fBodyAcc.meanFreq.X

Distribution

Distribution of values for fBodyAcc.meanFreq.X

Distribution of values for fBodyAcc.meanFreq.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.meanFreq.X numeric 0 1 -0.64 -0.26 0.16 -0.2322661 0.1935684 <U+2582><U+2587><U+2586><U+2586><U+2583> NA

fBodyAcc.meanFreq.Y

Distribution

Distribution of values for fBodyAcc.meanFreq.Y

Distribution of values for fBodyAcc.meanFreq.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.meanFreq.Y numeric 0 1 -0.38 0.0079 0.47 0.0115289 0.1447051 <U+2581><U+2585><U+2587><U+2582><U+2581> NA

fBodyAcc.meanFreq.Z

Distribution

Distribution of values for fBodyAcc.meanFreq.Z

Distribution of values for fBodyAcc.meanFreq.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAcc.meanFreq.Z numeric 0 1 -0.52 0.066 0.4 0.0437174 0.1850113 <U+2581><U+2582><U+2586><U+2587><U+2583> NA

fBodyAccJerk.mean.X

Distribution

Distribution of values for fBodyAccJerk.mean.X

Distribution of values for fBodyAccJerk.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.mean.X numeric 0 1 -0.99 -0.81 0.47 -0.6139282 0.3982896 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fBodyAccJerk.mean.Y

Distribution

Distribution of values for fBodyAccJerk.mean.Y

Distribution of values for fBodyAccJerk.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.mean.Y numeric 0 1 -0.99 -0.78 0.28 -0.5881631 0.4077491 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fBodyAccJerk.mean.Z

Distribution

Distribution of values for fBodyAccJerk.mean.Z

Distribution of values for fBodyAccJerk.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.mean.Z numeric 0 1 -0.99 -0.87 0.16 -0.7143585 0.2970225 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

fBodyAccJerk.std.X

Distribution

Distribution of values for fBodyAccJerk.std.X

Distribution of values for fBodyAccJerk.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.std.X numeric 0 1 -1 -0.83 0.48 -0.6121033 0.4004506 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fBodyAccJerk.std.Y

Distribution

Distribution of values for fBodyAccJerk.std.Y

Distribution of values for fBodyAccJerk.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.std.Y numeric 0 1 -0.99 -0.79 0.35 -0.570731 0.4319873 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fBodyAccJerk.std.Z

Distribution

Distribution of values for fBodyAccJerk.std.Z

Distribution of values for fBodyAccJerk.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.std.Z numeric 0 1 -0.99 -0.9 -0.0062 -0.7564894 0.2570577 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fBodyAccJerk.meanFreq.X

Distribution

Distribution of values for fBodyAccJerk.meanFreq.X

Distribution of values for fBodyAccJerk.meanFreq.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.meanFreq.X numeric 0 1 -0.58 -0.061 0.33 -0.0691018 0.2541022 <U+2582><U+2587><U+2582><U+2585><U+2587> NA

fBodyAccJerk.meanFreq.Y

Distribution

Distribution of values for fBodyAccJerk.meanFreq.Y

Distribution of values for fBodyAccJerk.meanFreq.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.meanFreq.Y numeric 0 1 -0.6 -0.23 0.2 -0.2281021 0.1998647 <U+2585><U+2587><U+2586><U+2587><U+2583> NA

fBodyAccJerk.meanFreq.Z

Distribution

Distribution of values for fBodyAccJerk.meanFreq.Z

Distribution of values for fBodyAccJerk.meanFreq.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccJerk.meanFreq.Z numeric 0 1 -0.63 -0.092 0.23 -0.1376023 0.2078722 <U+2582><U+2585><U+2583><U+2587><U+2585> NA

fBodyGyro.mean.X

Distribution

Distribution of values for fBodyGyro.mean.X

Distribution of values for fBodyGyro.mean.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.mean.X numeric 0 1 -0.99 -0.73 0.47 -0.6367396 0.3467628 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fBodyGyro.mean.Y

Distribution

Distribution of values for fBodyGyro.mean.Y

Distribution of values for fBodyGyro.mean.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.mean.Y numeric 0 1 -0.99 -0.81 0.33 -0.6766868 0.3319182 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fBodyGyro.mean.Z

Distribution

Distribution of values for fBodyGyro.mean.Z

Distribution of values for fBodyGyro.mean.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.mean.Z numeric 0 1 -0.99 -0.79 0.49 -0.6043912 0.3842603 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fBodyGyro.std.X

Distribution

Distribution of values for fBodyGyro.std.X

Distribution of values for fBodyGyro.std.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.std.X numeric 0 1 -0.99 -0.81 0.2 -0.7110357 0.272789 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fBodyGyro.std.Y

Distribution

Distribution of values for fBodyGyro.std.Y

Distribution of values for fBodyGyro.std.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.std.Y numeric 0 1 -0.99 -0.8 0.65 -0.6454334 0.3634445 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

fBodyGyro.std.Z

Distribution

Distribution of values for fBodyGyro.std.Z

Distribution of values for fBodyGyro.std.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.std.Z numeric 0 1 -0.99 -0.82 0.52 -0.6577466 0.3362014 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fBodyGyro.meanFreq.X

Distribution

Distribution of values for fBodyGyro.meanFreq.X

Distribution of values for fBodyGyro.meanFreq.X

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.meanFreq.X numeric 0 1 -0.4 -0.12 0.25 -0.104551 0.1480975 <U+2583><U+2587><U+2587><U+2585><U+2582> NA

fBodyGyro.meanFreq.Y

Distribution

Distribution of values for fBodyGyro.meanFreq.Y

Distribution of values for fBodyGyro.meanFreq.Y

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.meanFreq.Y numeric 0 1 -0.67 -0.16 0.27 -0.1674075 0.1788011 <U+2581><U+2585><U+2587><U+2586><U+2582> NA

fBodyGyro.meanFreq.Z

Distribution

Distribution of values for fBodyGyro.meanFreq.Z

Distribution of values for fBodyGyro.meanFreq.Z

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyGyro.meanFreq.Z numeric 0 1 -0.51 -0.051 0.38 -0.0571809 0.1652298 <U+2581><U+2583><U+2587><U+2583><U+2581> NA

fBodyAccMag.mean

Distribution

Distribution of values for fBodyAccMag.mean

Distribution of values for fBodyAccMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccMag.mean numeric 0 1 -0.99 -0.67 0.59 -0.5365167 0.4516451 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fBodyAccMag.std

Distribution

Distribution of values for fBodyAccMag.std

Distribution of values for fBodyAccMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccMag.std numeric 0 1 -0.99 -0.65 0.18 -0.6209633 0.3529148 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fBodyAccMag.meanFreq

Distribution

Distribution of values for fBodyAccMag.meanFreq

Distribution of values for fBodyAccMag.meanFreq

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyAccMag.meanFreq numeric 0 1 -0.31 0.081 0.44 0.0761282 0.1404479 <U+2581><U+2585><U+2587><U+2585><U+2581> NA

fBodyBodyAccJerkMag.mean

Distribution

Distribution of values for fBodyBodyAccJerkMag.mean

Distribution of values for fBodyBodyAccJerkMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyAccJerkMag.mean numeric 0 1 -0.99 -0.79 0.54 -0.5756175 0.4312321 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fBodyBodyAccJerkMag.std

Distribution

Distribution of values for fBodyBodyAccJerkMag.std

Distribution of values for fBodyBodyAccJerkMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyAccJerkMag.std numeric 0 1 -0.99 -0.81 0.32 -0.5991609 0.4086668 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fBodyBodyAccJerkMag.meanFreq

Distribution

Distribution of values for fBodyBodyAccJerkMag.meanFreq

Distribution of values for fBodyBodyAccJerkMag.meanFreq

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyAccJerkMag.meanFreq numeric 0 1 -0.13 0.17 0.49 0.1625459 0.13783 <U+2583><U+2587><U+2587><U+2587><U+2582> NA

fBodyBodyGyroMag.mean

Distribution

Distribution of values for fBodyBodyGyroMag.mean

Distribution of values for fBodyBodyGyroMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroMag.mean numeric 0 1 -0.99 -0.77 0.2 -0.6670991 0.3181183 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

fBodyBodyGyroMag.std

Distribution

Distribution of values for fBodyBodyGyroMag.std

Distribution of values for fBodyBodyGyroMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroMag.std numeric 0 1 -0.98 -0.77 0.24 -0.6723223 0.2931842 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fBodyBodyGyroMag.meanFreq

Distribution

Distribution of values for fBodyBodyGyroMag.meanFreq

Distribution of values for fBodyBodyGyroMag.meanFreq

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroMag.meanFreq numeric 0 1 -0.46 -0.054 0.41 -0.0360322 0.1807351 <U+2582><U+2587><U+2587><U+2585><U+2582> NA

fBodyBodyGyroJerkMag.mean

Distribution

Distribution of values for fBodyBodyGyroJerkMag.mean

Distribution of values for fBodyBodyGyroJerkMag.mean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroJerkMag.mean numeric 0 1 -1 -0.88 0.15 -0.7563853 0.2628722 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

fBodyBodyGyroJerkMag.std

Distribution

Distribution of values for fBodyBodyGyroJerkMag.std

Distribution of values for fBodyBodyGyroJerkMag.std

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroJerkMag.std numeric 0 1 -1 -0.89 0.29 -0.7715171 0.2504248 <U+2587><U+2583><U+2581><U+2581><U+2581> NA

fBodyBodyGyroJerkMag.meanFreq

Distribution

Distribution of values for fBodyBodyGyroJerkMag.meanFreq

Distribution of values for fBodyBodyGyroJerkMag.meanFreq

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fBodyBodyGyroJerkMag.meanFreq numeric 0 1 -0.18 0.11 0.43 0.1259225 0.1083232 <U+2581><U+2585><U+2587><U+2586><U+2581> NA

Missingness report

Codebook table

JSON-LD metadata The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "tidy_dataset",
  "datePublished": "2021-01-02",
  "description": "The dataset has N=180 rows and 81 columns.\n180 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["Subject", "Activity", "tBodyAcc.mean.X", "tBodyAcc.mean.Y", "tBodyAcc.mean.Z", "tBodyAcc.std.X", "tBodyAcc.std.Y", "tBodyAcc.std.Z", "tGravityAcc.mean.X", "tGravityAcc.mean.Y", "tGravityAcc.mean.Z", "tGravityAcc.std.X", "tGravityAcc.std.Y", "tGravityAcc.std.Z", "tBodyAccJerk.mean.X", "tBodyAccJerk.mean.Y", "tBodyAccJerk.mean.Z", "tBodyAccJerk.std.X", "tBodyAccJerk.std.Y", "tBodyAccJerk.std.Z", "tBodyGyro.mean.X", "tBodyGyro.mean.Y", "tBodyGyro.mean.Z", "tBodyGyro.std.X", "tBodyGyro.std.Y", "tBodyGyro.std.Z", "tBodyGyroJerk.mean.X", "tBodyGyroJerk.mean.Y", "tBodyGyroJerk.mean.Z", "tBodyGyroJerk.std.X", "tBodyGyroJerk.std.Y", "tBodyGyroJerk.std.Z", "tBodyAccMag.mean", "tBodyAccMag.std", "tGravityAccMag.mean", "tGravityAccMag.std", "tBodyAccJerkMag.mean", "tBodyAccJerkMag.std", "tBodyGyroMag.mean", "tBodyGyroMag.std", "tBodyGyroJerkMag.mean", "tBodyGyroJerkMag.std", "fBodyAcc.mean.X", "fBodyAcc.mean.Y", "fBodyAcc.mean.Z", "fBodyAcc.std.X", "fBodyAcc.std.Y", "fBodyAcc.std.Z", "fBodyAcc.meanFreq.X", "fBodyAcc.meanFreq.Y", "fBodyAcc.meanFreq.Z", "fBodyAccJerk.mean.X", "fBodyAccJerk.mean.Y", "fBodyAccJerk.mean.Z", "fBodyAccJerk.std.X", "fBodyAccJerk.std.Y", "fBodyAccJerk.std.Z", "fBodyAccJerk.meanFreq.X", "fBodyAccJerk.meanFreq.Y", "fBodyAccJerk.meanFreq.Z", "fBodyGyro.mean.X", "fBodyGyro.mean.Y", "fBodyGyro.mean.Z", "fBodyGyro.std.X", "fBodyGyro.std.Y", "fBodyGyro.std.Z", "fBodyGyro.meanFreq.X", "fBodyGyro.meanFreq.Y", "fBodyGyro.meanFreq.Z", "fBodyAccMag.mean", "fBodyAccMag.std", "fBodyAccMag.meanFreq", "fBodyBodyAccJerkMag.mean", "fBodyBodyAccJerkMag.std", "fBodyBodyAccJerkMag.meanFreq", "fBodyBodyGyroMag.mean", "fBodyBodyGyroMag.std", "fBodyBodyGyroMag.meanFreq", "fBodyBodyGyroJerkMag.mean", "fBodyBodyGyroJerkMag.std", "fBodyBodyGyroJerkMag.meanFreq"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "Subject",
      "@type": "propertyValue"
    },
    {
      "name": "Activity",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAcc.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAcc.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerk.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyro.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerk.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAccMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "tGravityAccMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerkMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyAccJerkMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerkMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "tBodyGyroJerkMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.meanFreq.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.meanFreq.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAcc.meanFreq.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.meanFreq.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.meanFreq.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccJerk.meanFreq.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.mean.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.mean.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.mean.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.std.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.std.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.std.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.meanFreq.X",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.meanFreq.Y",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyGyro.meanFreq.Z",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyAccMag.meanFreq",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyAccJerkMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyAccJerkMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyAccJerkMag.meanFreq",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroMag.meanFreq",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroJerkMag.mean",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroJerkMag.std",
      "@type": "propertyValue"
    },
    {
      "name": "fBodyBodyGyroJerkMag.meanFreq",
      "@type": "propertyValue"
    }
  ]
}`